Image Compression Using PCA in Python

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  • čas přidán 5. 09. 2024

Komentáře • 17

  • @passaronegro349
    @passaronegro349 Před 2 lety +4

    We follow your work here in Brazil!! This content is really good. Keep it up !!

  • @kristanbottjer8001
    @kristanbottjer8001 Před 2 lety +4

    What happens in the inverse transform step? I mean how is it that it converts the 50 pixels into 1000 again and how is compressed this way?

  • @thomasgoodwin2648
    @thomasgoodwin2648 Před 2 lety

    Very cool, but I wish you had at least discussed how much memory savings you get at various compression levels given that that's the whole point of the exercise to begin with. Is it just a simple ratio of dimensions, or are the dynamics of the algorithm more complex?
    Btw, gotta say that I love the direction of new content. Regular tutorials have been beaten to death. Pushing forward into the obscure but useful is one of the bigger things that set you apart from the rest of the "How to Code 101"s.

  • @JasonMitchellofcompsci
    @JasonMitchellofcompsci Před 3 měsíci

    Do you know how someone might serialize the pca_r object? What's in that thing?

  • @babakkananpour9646
    @babakkananpour9646 Před 2 lety

    Thanks for the great content, Please also make a video about Attention Mechanism.

  • @gobo187
    @gobo187 Před rokem

    It will be good to share the code also with your videos as a github link. :)

  • @kristanbottjer8001
    @kristanbottjer8001 Před 2 lety

    Why Splitting the picture into r,g,b instead of all together? Does the PCA only Work with One dimensional data as Last Dimension?

  • @ashutoshmoharana7799
    @ashutoshmoharana7799 Před 2 lety

    Please make a video on scrapping and sentiment analysis on twitter using twint python
    .

  • @kiat4797
    @kiat4797 Před 2 lety

    TY for the valuable content

  • @philtoa334
    @philtoa334 Před 2 lety

    Thx.

  • @_term_
    @_term_ Před 11 měsíci

    How do i save the image

  • @nicholasobrien5914
    @nicholasobrien5914 Před 2 lety

    Cool

  • @Victor_Marius
    @Victor_Marius Před 2 lety

    can this be used to remove noise in an image?

    • @AleisterInWonderland
      @AleisterInWonderland Před 2 lety

      No, if the original is noisy that information is lost.

    • @holthuizenoemoet591
      @holthuizenoemoet591 Před 2 lety

      sort of, but it will be a more blurry image.
      You can also look at things like kmeans (witha high k) or top-hat filter.

  • @SanjeevKumar-dr6qj
    @SanjeevKumar-dr6qj Před 2 lety

    Damn

  • @zombiekiller7101
    @zombiekiller7101 Před 2 lety

    Please make a tutorial on other programming language also instead of python. Plz make a tutorial on c/c++ or Swift/Java /Kotlin or binary exploit or dsa of c/c++